重构主控编排与运行时预热链路，统一工作区提示词/专家调度协议并补齐 wiki 记忆注入与写回闭环。

同时收敛启动与运维脚本默认行为（含 wiki worker）、更新 Admin 可观测性与相关测试，降低首轮时延并提高运行稳定性。

Made-with: Cursor

openclaw/apps/macos/Tests/OpenClawIPCTests/VoiceWakeTestSupport.swift

@@ -0,0 +1,16 @@
+import Foundation
+import SwabbleKit
+
+func makeWakeWordSegments(
+    transcript: String,
+    words: [(String, TimeInterval, TimeInterval)])
+-> [WakeWordSegment] {
+    var cursor = transcript.startIndex
+    return words.map { word, start, duration in
+        let range = transcript.range(of: word, range: cursor..<transcript.endIndex)
+        if let range {
+            cursor = range.upperBound
+        }
+        return WakeWordSegment(text: word, start: start, duration: duration, range: range)
+    }
+}